Set options

knitr::opts_chunk$set(
  warning = FALSE, # show warnings during codebook generation
  message = FALSE, # show messages during codebook generation
  error = TRUE, # do not interrupt codebook generation in case of errors,
                # usually better for debugging
  echo = TRUE  # show R code
)
ggplot2::theme_set(ggplot2::theme_bw())

Prepare codebook

library(codebook)
library(labelled)

# Load data
codebook_data <- vroom::vroom(here::here("Data/Processed/Exp1/Kan_Processed_Exp1_Main_Acc_data.tsv"))

# Label variables
var_label(codebook_data$participant_id) <- "Unique identifier of the participant"
var_label(codebook_data$lab) <- "Unique identifier of the data collection site"
var_label(codebook_data$trial_id) <- "Unique identifier of a trial"
var_label(codebook_data$stim_type) <- "Congruency of the Stroop trial"
var_label(codebook_data$stimulus) <- "Word of the Stroop trial"
var_label(codebook_data$stim_color) <- "Ink of the Stroop trial"
var_label(codebook_data$response_time) <- "Response time to the Stroop trial in milliseconds"
var_label(codebook_data$is_previous_congruent) <- "Congruency of the previous trial"
var_label(codebook_data$is_congruent) <- "Congruency of the Stroop trial"
var_label(codebook_data$is_correct) <- "Correctness of the Stroop trial"

Create codebook

codebook(codebook_data)

Metadata

Description

Dataset name: codebook_data

The dataset has N=5544 rows and 10 columns. 5544 rows have no missing values on any column.

Metadata for search engines

  • Date published: 2021-01-28
x
participant_id
lab
trial_id
stim_type
stimulus
stim_color
response_time
is_previous_congruent
is_congruent
is_correct

#Variables

participant_id

Unique identifier of the participant

Distribution

Distribution of values for participant_id

Distribution of values for participant_id

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
participant_id Unique identifier of the participant numeric 0 1 109 2051 3054 1913.189 708.1177 <U+2581><U+2585><U+2581><U+2587><U+2583>

lab

Unique identifier of the data collection site

Distribution

Distribution of values for lab

Distribution of values for lab

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
lab Unique identifier of the data collection site character 0 1 3 0 4 8 0

trial_id

Unique identifier of a trial

Distribution

Distribution of values for trial_id

Distribution of values for trial_id

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
trial_id Unique identifier of a trial numeric 0 1 12 520 1016 510.881 294.809 <U+2586><U+2587><U+2586><U+2586><U+2587>

stim_type

Congruency of the Stroop trial

Distribution

Distribution of values for stim_type

Distribution of values for stim_type

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
stim_type Congruency of the Stroop trial character 0 1 2 0 9 11 0

stimulus

Word of the Stroop trial

Distribution

Distribution of values for stimulus

Distribution of values for stimulus

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
stimulus Word of the Stroop trial character 0 1 6 0 3 6 0

stim_color

Ink of the Stroop trial

Distribution

Distribution of values for stim_color

Distribution of values for stim_color

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
stim_color Ink of the Stroop trial character 0 1 3 0 4 6 0

response_time

Response time to the Stroop trial in milliseconds

Distribution

Distribution of values for response_time

Distribution of values for response_time

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
response_time Response time to the Stroop trial in milliseconds numeric 0 1 7 694 1001 709.0887 164.2068 <U+2581><U+2581><U+2585><U+2587><U+2585>

is_previous_congruent

Congruency of the previous trial

Distribution

Distribution of values for is_previous_congruent

Distribution of values for is_previous_congruent

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
is_previous_congruent Congruency of the previous trial numeric 0 1 0 0.5 1 0.5 0.5000451 <U+2587><U+2581><U+2581><U+2581><U+2587>

is_congruent

Congruency of the Stroop trial

Distribution

Distribution of values for is_congruent

Distribution of values for is_congruent

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
is_congruent Congruency of the Stroop trial numeric 0 1 0 0 1 0.4761905 0.4994778 <U+2587><U+2581><U+2581><U+2581><U+2587>

is_correct

Correctness of the Stroop trial

Distribution

Distribution of values for is_correct

Distribution of values for is_correct

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
is_correct Correctness of the Stroop trial numeric 0 1 0 1 1 0.8546176 0.3525178 <U+2582><U+2581><U+2581><U+2581><U+2587>

Missingness report

Codebook table

JSON-LD metadata The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "codebook_data",
  "datePublished": "2021-01-28",
  "description": "The dataset has N=5544 rows and 10 columns.\n5544 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n|name                  |label                                             | n_missing|\n|:---------------------|:-------------------------------------------------|---------:|\n|participant_id        |Unique identifier of the participant              |         0|\n|lab                   |Unique identifier of the data collection site     |         0|\n|trial_id              |Unique identifier of a trial                      |         0|\n|stim_type             |Congruency of the Stroop trial                    |         0|\n|stimulus              |Word of the Stroop trial                          |         0|\n|stim_color            |Ink of the Stroop trial                           |         0|\n|response_time         |Response time to the Stroop trial in milliseconds |         0|\n|is_previous_congruent |Congruency of the previous trial                  |         0|\n|is_congruent          |Congruency of the Stroop trial                    |         0|\n|is_correct            |Correctness of the Stroop trial                   |         0|\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["participant_id", "lab", "trial_id", "stim_type", "stimulus", "stim_color", "response_time", "is_previous_congruent", "is_congruent", "is_correct"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "participant_id",
      "description": "Unique identifier of the participant",
      "@type": "propertyValue"
    },
    {
      "name": "lab",
      "description": "Unique identifier of the data collection site",
      "@type": "propertyValue"
    },
    {
      "name": "trial_id",
      "description": "Unique identifier of a trial",
      "@type": "propertyValue"
    },
    {
      "name": "stim_type",
      "description": "Congruency of the Stroop trial",
      "@type": "propertyValue"
    },
    {
      "name": "stimulus",
      "description": "Word of the Stroop trial",
      "@type": "propertyValue"
    },
    {
      "name": "stim_color",
      "description": "Ink of the Stroop trial",
      "@type": "propertyValue"
    },
    {
      "name": "response_time",
      "description": "Response time to the Stroop trial in milliseconds",
      "@type": "propertyValue"
    },
    {
      "name": "is_previous_congruent",
      "description": "Congruency of the previous trial",
      "@type": "propertyValue"
    },
    {
      "name": "is_congruent",
      "description": "Congruency of the Stroop trial",
      "@type": "propertyValue"
    },
    {
      "name": "is_correct",
      "description": "Correctness of the Stroop trial",
      "@type": "propertyValue"
    }
  ]
}`